Pith Number

pith:ECKJMB7J

pith:2024:ECKJMB7JGYH5GCSA6A2T66KLJK

not attested not anchored not stored refs pending

Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing

Battista Biggio, Daniel Gibert, Giulio Zizzo, Jordi Planes, Luca Demetrio, Quan Le

arxiv:2405.00392 v1 · 2024-05-01 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECKJMB7JGYH5GCSA6A2T66KLJK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Evaluating the Vulnerability of ML-Based Ethereum Phishing Detectors to Single-Feature Adversarial Perturbations

Receipt and verification

First computed	2026-07-05T08:14:12.373209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20949607e9360fd30a40f0353f794b4a92c6db4f37c21a3c3280d86c61626e30

Aliases

arxiv: 2405.00392 · arxiv_version: 2405.00392v1 · doi: 10.48550/arxiv.2405.00392 · pith_short_12: ECKJMB7JGYH5 · pith_short_16: ECKJMB7JGYH5GCSA · pith_short_8: ECKJMB7J

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ECKJMB7JGYH5GCSA6A2T66KLJK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 20949607e9360fd30a40f0353f794b4a92c6db4f37c21a3c3280d86c61626e30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "177e49ddb28b66ac74b3f6378773f1bc8e598a5eef0b259e1a0b373e95da6a09",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-01T08:45:57Z",
    "title_canon_sha256": "8988b2348add29b95e4e0ec5874515ec26dd2a57b0814f3617fab798eee5e223"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00392",
    "kind": "arxiv",
    "version": 1
  }
}